{
 "cells": [
  {
   "cell_type": "code",
   "execution_count": 1,
   "metadata": {},
   "outputs": [],
   "source": [
    "import wave\n",
    "import matplotlib.pyplot as plt\n",
    "import numpy as np\n",
    "import os"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 2,
   "metadata": {},
   "outputs": [],
   "source": [
    "def count_frequency(audio_path):\n",
    "    frequency_list = []\n",
    "    for audio in os.listdir(audio_path):\n",
    "        f = wave.open(os.path.join(audio_path, audio), 'rb')\n",
    "        params = f.getparams()\n",
    "        nchannels, sampwidth, framerate, nframes = params[:4]\n",
    "        strData = f.readframes(nframes)#读取音频，字符串格式\n",
    "        waveData = np.fromstring(strData,dtype=np.int16)#将字符串转化为int\n",
    "        print(str(audio) ,max(waveData), min(waveData))\n",
    "        frequency_list.append([ max(waveData), min(waveData)])\n",
    "    return frequency_list"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 3,
   "metadata": {},
   "outputs": [
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "D:\\Users\\CYT\\Anaconda3\\lib\\site-packages\\ipykernel_launcher.py:8: DeprecationWarning: The binary mode of fromstring is deprecated, as it behaves surprisingly on unicode inputs. Use frombuffer instead\n",
      "  \n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "surroundings21583303478.wav 531 -534\n",
      "surroundings21583303489.wav 488 -404\n",
      "surroundings21583303499.wav 419 -495\n",
      "surroundings21583303510.wav 400 -408\n",
      "surroundings21583303520.wav 6207 -8080\n",
      "surroundings21583303530.wav 556 -634\n",
      "surroundings21583303541.wav 760 -754\n",
      "surroundings21583303551.wav 568 -476\n",
      "surroundings21583303562.wav 3506 -4291\n",
      "surroundings21583303572.wav 582 -494\n",
      "surroundings21583303614.wav 756 -746\n",
      "surroundings21583303624.wav 430 -399\n",
      "surroundings21583303635.wav 646 -525\n",
      "surroundings21583303645.wav 694 -684\n",
      "surroundings21583303666.wav 936 -828\n",
      "surroundings21583303677.wav 1950 -1629\n",
      "surroundings21583303688.wav 6386 -5429\n",
      "surroundings21583303709.wav 927 -812\n",
      "surroundings21583303720.wav 789 -780\n",
      "surroundings21583303731.wav 1831 -2092\n",
      "surroundings21583303741.wav 4259 -3199\n",
      "surroundings21583303752.wav 745 -583\n",
      "surroundings21583303774.wav 1169 -1371\n",
      "surroundings21583303795.wav 469 -395\n",
      "surroundings21583303806.wav 558 -630\n",
      "surroundings21583303816.wav 629 -523\n",
      "surroundings21583303827.wav 504 -452\n",
      "surroundings21583303838.wav 685 -612\n",
      "surroundings21583303848.wav 1392 -1371\n",
      "surroundings21583303859.wav 696 -510\n",
      "surroundings21583303870.wav 433 -462\n",
      "surroundings21583303881.wav 728 -719\n",
      "surroundings21583303891.wav 1067 -761\n",
      "surroundings21583303902.wav 778 -846\n",
      "surroundings21583303913.wav 772 -790\n",
      "surroundings21583303924.wav 534 -440\n",
      "surroundings21583303935.wav 519 -517\n",
      "surroundings21583303946.wav 534 -515\n",
      "surroundings21583303957.wav 456 -487\n",
      "surroundings21583303967.wav 1040 -1018\n",
      "surroundings21583303978.wav 2251 -2406\n",
      "surroundings21583303989.wav 449 -456\n",
      "surroundings21583304000.wav 710 -643\n",
      "surroundings21583304011.wav 593 -519\n",
      "surroundings21583304021.wav 983 -928\n",
      "surroundings21583304032.wav 731 -676\n",
      "surroundings21583304054.wav 1191 -1227\n",
      "surroundings21583304065.wav 747 -759\n",
      "surroundings21583304076.wav 572 -626\n",
      "surroundings21583304087.wav 638 -591\n",
      "surroundings21583304098.wav 562 -592\n",
      "surroundings21583304108.wav 1405 -1442\n",
      "surroundings21583304119.wav 653 -731\n",
      "surroundings21583304141.wav 4998 -3241\n",
      "surroundings21583304151.wav 984 -1054\n",
      "surroundings21583304162.wav 504 -495\n",
      "surroundings21583304173.wav 443 -465\n",
      "surroundings21583304183.wav 1120 -1156\n",
      "surroundings21583304194.wav 458 -521\n",
      "surroundings21583304205.wav 452 -464\n",
      "surroundings21583304215.wav 635 -547\n",
      "surroundings21583304226.wav 563 -472\n",
      "surroundings21583304237.wav 513 -524\n",
      "surroundings21583304248.wav 615 -793\n",
      "surroundings21583304258.wav 494 -467\n",
      "surroundings21583304269.wav 531 -633\n",
      "surroundings21583304280.wav 596 -581\n",
      "surroundings21583304290.wav 1128 -1124\n",
      "surroundings21583304301.wav 779 -661\n",
      "surroundings21583304322.wav 682 -638\n",
      "surroundings21583304333.wav 489 -529\n",
      "surroundings21583304344.wav 2882 -2890\n",
      "surroundings21583304354.wav 517 -487\n",
      "surroundings21583304365.wav 462 -530\n",
      "surroundings21583304376.wav 800 -756\n",
      "surroundings21583304387.wav 509 -632\n",
      "surroundings21583304408.wav 1221 -1202\n",
      "surroundings21583304419.wav 2533 -3332\n",
      "surroundings21583304430.wav 2403 -3074\n",
      "surroundings21583304440.wav 4021 -3349\n",
      "surroundings21583304451.wav 800 -997\n",
      "surroundings21583304462.wav 586 -523\n"
     ]
    }
   ],
   "source": [
    "souuroundings = count_frequency('audio_wav_2/surroundings2')#基本都小于5000"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 4,
   "metadata": {},
   "outputs": [
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "D:\\Users\\CYT\\Anaconda3\\lib\\site-packages\\ipykernel_launcher.py:8: DeprecationWarning: The binary mode of fromstring is deprecated, as it behaves surprisingly on unicode inputs. Use frombuffer instead\n",
      "  \n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "linkunling21583301705.wav 32767 -32768\n",
      "linkunling21583301717.wav 32767 -30136\n",
      "linkunling21583301727.wav 27435 -23821\n",
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      "linkunling21583301758.wav 22951 -18016\n",
      "linkunling21583301769.wav 32767 -32768\n",
      "linkunling21583301779.wav 11204 -11018\n",
      "linkunling21583301790.wav 32767 -22410\n",
      "linkunling21583301810.wav 16469 -14458\n",
      "linkunling21583301914.wav 4568 -4986\n",
      "linkunling21583301924.wav 21472 -20759\n",
      "linkunling21583301935.wav 7260 -7049\n",
      "linkunling21583301945.wav 8986 -9355\n",
      "linkunling21583301956.wav 7498 -7757\n",
      "linkunling21583301966.wav 7344 -9644\n",
      "linkunling21583301977.wav 6128 -6332\n",
      "linkunling21583301987.wav 7989 -7882\n",
      "linkunling21583301997.wav 9253 -11208\n",
      "linkunling21583302008.wav 8334 -9697\n",
      "linkunling21583302018.wav 8967 -9059\n",
      "linkunling21583302153.wav 13373 -14375\n",
      "linkunling21583302164.wav 6922 -7251\n",
      "linkunling21583302174.wav 6060 -6288\n",
      "linkunling21583302185.wav 5676 -5246\n",
      "linkunling21583302217.wav 7236 -7331\n",
      "linkunling21583302228.wav 7386 -7872\n",
      "linkunling21583302238.wav 8388 -7438\n",
      "linkunling21583302248.wav 4328 -4467\n",
      "linkunling21583302259.wav 7080 -5769\n",
      "linkunling21583302269.wav 5503 -5393\n",
      "linkunling21583302280.wav 7075 -7416\n",
      "linkunling21583302702.wav 8762 -8124\n",
      "linkunling21583302712.wav 5511 -5163\n",
      "linkunling21583302723.wav 7316 -6998\n",
      "linkunling21583302733.wav 5367 -7040\n",
      "linkunling21583302743.wav 7660 -6464\n",
      "linkunling21583302754.wav 8751 -9184\n",
      "linkunling21583302764.wav 4658 -5315\n",
      "linkunling21583302775.wav 5304 -5627\n",
      "linkunling21583302785.wav 6934 -9210\n",
      "linkunling21583302795.wav 7546 -6345\n",
      "linkunling21583302806.wav 5691 -5133\n",
      "linkunling21583302816.wav 7598 -6930\n"
     ]
    }
   ],
   "source": [
    "souuroundings = count_frequency('audio_wav_2/linkunling2')"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 5,
   "metadata": {},
   "outputs": [
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "D:\\Users\\CYT\\Anaconda3\\lib\\site-packages\\ipykernel_launcher.py:8: DeprecationWarning: The binary mode of fromstring is deprecated, as it behaves surprisingly on unicode inputs. Use frombuffer instead\n",
      "  \n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "suboss21583308713.wav 15865 -19574\n",
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      "suboss21583309501.wav 9366 -8068\n",
      "suboss21583309513.wav 7019 -8109\n",
      "suboss21583309526.wav 21716 -26725\n",
      "suboss21583309538.wav 8485 -9134\n",
      "suboss21583309550.wav 12114 -11425\n",
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      "suboss21583309600.wav 16826 -16534\n",
      "suboss21583309611.wav 9453 -8809\n",
      "suboss21583309624.wav 10491 -10677\n",
      "suboss21583309636.wav 10126 -8897\n",
      "suboss21583309649.wav 10514 -8636\n",
      "suboss21583309661.wav 10724 -11271\n",
      "suboss21583309674.wav 10077 -9762\n",
      "suboss21583309687.wav 11201 -11556\n",
      "suboss21583309699.wav 12692 -12434\n",
      "suboss21583309711.wav 12519 -13127\n",
      "suboss21583309724.wav 11724 -12227\n",
      "suboss21583309736.wav 14104 -13764\n",
      "suboss21583309748.wav 10671 -10233\n"
     ]
    }
   ],
   "source": [
    "souuroundings = count_frequency('audio_wav_2/suboss2')"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 6,
   "metadata": {},
   "outputs": [
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "D:\\Users\\CYT\\Anaconda3\\lib\\site-packages\\ipykernel_launcher.py:8: DeprecationWarning: The binary mode of fromstring is deprecated, as it behaves surprisingly on unicode inputs. Use frombuffer instead\n",
      "  \n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
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      "xiefei1583305928.wav 15416 -14885\n",
      "xiefei1583305940.wav 18096 -18574\n",
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      "xiefei1583305965.wav 18175 -19507\n",
      "xiefei1583305977.wav 11743 -12084\n",
      "xiefei1583305989.wav 10912 -10442\n",
      "xiefei1583306001.wav 16136 -15409\n",
      "xiefei1583306014.wav 11785 -11186\n",
      "xiefei1583306027.wav 9994 -10447\n",
      "xiefei1583306040.wav 19194 -25236\n",
      "xiefei1583306052.wav 12593 -15884\n",
      "xiefei1583306064.wav 12630 -10970\n",
      "xiefei1583306076.wav 11396 -9175\n",
      "xiefei1583306089.wav 10480 -9246\n",
      "xiefei1583306101.wav 18836 -21954\n",
      "xiefei1583306114.wav 12415 -12959\n",
      "xiefei1583306126.wav 22122 -22818\n",
      "xiefei1583306139.wav 13693 -14342\n"
     ]
    }
   ],
   "source": [
    "souuroundings = count_frequency('audio_wav_2/xiefei')"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 8,
   "metadata": {},
   "outputs": [
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "D:\\Users\\CYT\\Anaconda3\\lib\\site-packages\\ipykernel_launcher.py:8: DeprecationWarning: The binary mode of fromstring is deprecated, as it behaves surprisingly on unicode inputs. Use frombuffer instead\n",
      "  \n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
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     ]
    }
   ],
   "source": [
    "souuroundings = count_frequency('dev')"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {},
   "outputs": [],
   "source": []
  }
 ],
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